/Flickr_Image_Popularity_Prediction

Repository for the paper "Predicting Popularity of Images Over 30 Days", ICIP 2020 Image Popularity Prediction Challenge, 3rd Place

Primary LanguageJupyter Notebook

ICIP 2020: Image Popularity Prediction Challenge

***NOTEBOOK YET TO BE CLEANED PROPERLY

Link to challenge: https://iplab.dmi.unict.it/popularitychallenge/

Link to results of the ICIP 2020: https://iplab.dmi.unict.it/popularitychallenge/leaderboard

Training dataset now publicly availbale at: https://iplab.dmi.unict.it/popularitydataset/SIPD2020CHALLENGE/train/

Work based mainly on these papers

[1] Khosla, Aditya, Atish Das Sarma, and Raffay Hamid. "What makes an image popular?." Proceedings of the 23rd international conference on World wide web. ACM, 2014.

[2] Ortis, Alessandro, Giovanni Maria Farinella, and Sebastiano Battiato. "Prediction of Social Image Popularity Dynamics." International Conference on Image Analysis and Processing. Springer, Cham, 2019.

[3] A. Ortis, G. M. Farinella and S. Battiato, “Predicting Social Image Popularity Dynamics at Time Zero” in IEEE Access.

Paper submitted during work : https://arxiv.org/abs/2108.01326